I believe you will need to change something within the applied theme/skin itself. You will need to look it via Skinstudio and change that skin setting.
For taskbar please refer screenshot below.

Make sure to open the correct Skin substyle when you do the editing. Saved and apply to see the result.
Thank you,
Basj,
Stardock Community Assistant